medical imaging

Learning to Automatically Generate Accurate ECG Captions MIDL 2022 Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis NeurIPS 2022 MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022 MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NeurIPS 2022 METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy WACV 2022 Multi-Marginal Contrastive Learning for Multi-Label Subcellular Protein Localization CVPR 2022 Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations AACL 2022 NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration CVPR 2022 OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics NeurIPS 2022 On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice NeurIPS 2022 Progressive Minimal Path Method With Embedded CNN CVPR 2022 Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation AAAI 2022 Regularizing Brain Age Prediction via Gated Knowledge Distillation MIDL 2022 Reinforced Cross-modal Alignment for Radiology Report Generation ACL 2022 RRED : A Radiology Report Error Detector based on Deep Learning Framework NAACL 2022 SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models AAAI 2022 Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data MIDL 2022 Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis CVPR 2022 Semi-Supervised Semantic Segmentation of Vessel Images Using Leaking Perturbations WACV 2022 Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022 Smoothed Adaptive Weighting for Imbalanced Semi-Supervised Learning: Improve Reliability Against Unknown Distribution Data ICML 2022 SMPL-A: Modeling Person-Specific Deformable Anatomy CVPR 2022 Surpassing the Human Accuracy: Detecting Gallbladder Cancer From USG Images With Curriculum Learning CVPR 2022 Surreal-GAN:Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns ICLR 2022 TA-Net: Topology-Aware Network for Gland Segmentation WACV 2022